ArticleInternational journal of environmental research and public health2021
Social Vulnerability Indicators for Flooding in Aotearoa New Zealand.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 65 citations in OpenAlex.
- Spatial Analysis of Flood Risk, Neighborhood Characteristics, and Chronic Health Conditions in North Carolina.GeoHealth · 2026Article
- Environmental Scan of Tools and Frameworks Assessing Climate-Related Health Vulnerabilities in Older Populations.Environmental health insights · 2026Review
- Assessment of social vulnerability to floods in the Samin watershed, Indonesia.Jamba (Potchefstroom, South Africa) · 2026Review
- Article
- Can we adapt fairly? Scoping review of health equity implications of flood risk in coastal communities.BMJ public health · 2025Article
- The need to reconfigure consistency and variability to best manage changing flood risks in Aotearoa-New Zealand.Journal of the Royal Society of New Zealand · 2024Article
- Vulnerability assessment of debris flow in the central Peruvian rainforest - An intercultural approach.Heliyon · 2023Article
- A bibliometric and systematic review of the Methods for the Improvement of Vulnerability Assessment in Europe framework: A guide for the development of further multi-hazard holistic framework.Jamba (Potchefstroom, South Africa) · 2023Article
- Social vulnerability, social-ecological resilience and coastal governance.Global sustainability · 2022Article
Corrections and comments
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Social vulnerability indicators are a valuable tool for understanding which population groups are more vulnerable to experiencing negative impacts from disasters, and where these groups live, to inform disaster risk management activities. While many approaches have been used to measure social vulnerability to natural hazards, there is no single method or universally agreed approach. This paper proposes a novel approach to developing social vulnerability indicators, using the example of flooding in Aotearoa New Zealand. A conceptual framework was developed to guide selection of the social vulnerability indicators, based on previous frameworks (including the MOVE framework), consideration of climate change, and a holistic view of health and wellbeing. Using this framework, ten dimensions relating to social vulnerability were identified: exposure; children; older adults; health and disability status; money to cope with crises/losses; social connectedness; knowledge, skills and awareness of natural hazards; safe, secure and healthy housing; food and water to cope with shortage; and decision making and participation. For each dimension, key indicators were identified and implemented, mostly using national Census population data. After development, the indicators were assessed by end users using a case study of Porirua City, New Zealand, then implemented for the whole of New Zealand. These indicators will provide useful data about social vulnerability to floods in New Zealand, and these methods could potentially be adapted for other jurisdictions and other natural hazards, including those relating to climate change.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.